magnitude
Romanian-Word-Embeddings
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| magnitude | Romanian-Word-Embeddings | |
|---|---|---|
| 5 | 1 | |
| 1,611 | 12 | |
| 0.0% | - | |
| 0.0 | 4.2 | |
| 9 months ago | 4 months ago | |
| Python | ||
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
magnitude
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Text Classification Library for a Quick Baseline
(3) FastText now supports multiple languages [2].
[1] https://github.com/plasticityai/magnitude#pre-converted-magn...
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Pgvector – vector similarity search for Postgres
Check out Magnitude, we built it to solve that problem: https://github.com/plasticityai/magnitude
It's still loaded from a file, but heavily uses memory-mapping and caching to be speedy and not overload your RAM immediately. And in production scenarios, multiple worker processes can share that memory due to the memory mapping.
Disclaimer: I'm the author.
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Build an Embeddings index from a data source
General language models from pymagnitude
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Tutorial series on txtai
Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.
Romanian-Word-Embeddings
What are some alternatives?
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
gensim - Topic Modelling for Humans
faiss - A library for efficient similarity search and clustering of dense vectors.
russian-words - List of Russian words
pgvector - Open-source vector similarity search for Postgres
Romanian-Transformers - This repo is the home of Romanian Transformers.
finalfusion-rust - finalfusion embeddings in Rust
pyRDF2Vec - 🐍 Python Implementation and Extension of RDF2Vec
Milvus - A cloud-native vector database, storage for next generation AI applications
east-central-european-dicts - Dictionaries for Eastern and Central European languages: Albanian, Armenian, Belarusian, Croatian, Finnish, Hungarian, Latvian, Lithuanian, Macedonian, Polish, Romanian, Russian, Serbian, Slovak, Slovenian, Swedish, Turkish, Ukrainian, Uzbek
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Resume-Matcher - Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.